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The Vulnerability Spiral: Compound Climate Risk Across Five Islands

The Vulnerability Spiral: Compound Climate Risk Across Five Islands

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Authors

SAKSHI D. MASKE 

Abstract

Small islands are widely assumed to face a compounding climate risk: high physical exposure to sea-level rise, layered on top of degrading natural coastal defenses. That assumption is rarely tested against independent, multi-temporal evidence, and rarely broken down by ecosystem type — so I tested it directly, across five islands spanning three ocean basins: Maldives, Lakshadweep, Seychelles, Fiji, and the Canary Islands. I treated mangrove and coral reef degradation as two independent pathways rather than one undifferentiated category. Physical exposure came from settlement-level elevation data; mangrove extent I tracked across three independent time points (1996, 2010, 2020); coral condition came from a 24-year, monthly-sampled satellite-derived thermal-stress record (1996–2020). Coral reef systems show a measurable, rising bleaching-stress trend in four of five islands, most severely in Seychelles. Mangroves, tested with the same rigor, show no measurable decline in any of the three islands where they're present — this doesn't support the assumption that ecosystem decline is uniform. Combine physical exposure with coral degradation into a composite vulnerability score, and the island with the highest physical exposure (Maldives) is not the island with the highest overall compound risk (Seychelles) — exposure alone is an incomplete vulnerability measure. I also ran a supplementary test of whether formal protected-area coverage aligns with this empirically verified risk, and found a positive but not statistically significant relationship, consistent with a small-sample limitation rather than a genuine absence of governance responsiveness. A descriptive comparison of settlement expansion (2016–2024) adds a third, corroborating signal: Seychelles shows the clearest sign of building pressure on its ecosystem buffers, while Fiji shows none. Coastal ecosystem degradation, in other words, isn't a uniform phenomenon across ecosystem types — with direct implications for how adaptation and conservation resources get prioritized.

DOI

https://doi.org/10.31223/X5M50Q

Subjects

Biodiversity, Earth Sciences, Environmental Monitoring, Environmental Sciences, Environmental Studies, Geographic Information Sciences, Geography, Geomorphology, Hydrology, International and Area Studies, Marine Biology, Natural Resource Economics, Nature and Society Relations, Oceanography and Atmospheric Sciences and Meteorology, Other Environmental Sciences, Other Geography, Remote Sensing, Spatial Science, Statistical Methodology, Statistical Models, Sustainability

Keywords

SEA LEVEL RISE, COASTAL VULNERABILITY, CORAL REEF BLEACHING, DEGREE HEATING WEEK, SMALL ISLAND STATES, MANGROVE EXTENT, COMPOUND VULNERABILITY SCORE, PROTECTED AREA GOVERNANCE, GEOSPATIAL REMOTE SENSING, SETTLEMENT ENCROACHMENT

Dates

Published: 2026-09-05 19:11

Last Updated: 2026-09-05 19:11

License

CC BY Attribution 4.0 International

Additional Metadata

Conflict of interest statement:
None

Data Availability:
https://github.com/sakshimaske303-commits/DOUBLE-JEOPARDY

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